DDL Infrastructure / AI Orchestration
AutoCouncil
Multi-agent orchestration architecture. Write once, distribute to all, synthesize governed output. Six layers from raw intent to reviewed artifact.
6LAYERS
12+AGENTS
$0.21PER RUN (REF)
❯
Layer 1
User Input
↓
⚙
Layer 2
Refiner Agent
↓
↻
Layer 3
Orchestrator Loop
↓
▣
Layer 4
Agent Pool (12+)
↓
≡
Layer 5
Micro Summarizer
↓
✓
Layer 6
Reviewer Agent
KEY ARCHITECTURE DECISIONS
Living Doc vs Primary Doc
Running context (living) stays separate from final output (primary). No bleed.
Parallel Execution
0.5s stagger delay. 8 agents complete in 1.01s wall time. 4× speedup over sequential.
Error Isolation
One agent failure doesn’t cascade. Orchestrator skips and continues.
Self-Improvement
Prompt tuning via automated evaluation. The system improves its own prompts.